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@geoai-lab

GeoAI and Natural Hazards Lab

We are a research lab focusing on geospatial AI and natural hazards research.

Popular repositories Loading

  1. PyGRF PyGRF Public

    An improved Python Geographical Random Forest model

    Jupyter Notebook 67 6

  2. NeuroTPR NeuroTPR Public

    NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages

    Python 22 7

  3. EUPEG EUPEG Public

    An Extensible and Unified Platform for Evaluating Geoparsers

    JavaScript 19 8

  4. spatialCV spatialCV Public

    Spatial cross-validation for GeoAI

    Jupyter Notebook 15 1

  5. MapMetadataEnrichment MapMetadataEnrichment Public

    We present a deep learning approach with GIS-based data augmentation that can automatically generate labeled training map images from shapefiles using GIS operations.

    Python 10 2

  6. HowDoPeopleDescribeLocations HowDoPeopleDescribeLocations Public

    How do people describe locations during a natural disaster: an analysis of tweets from Hurricane Harvey

    Python 7 1

Repositories

Showing 10 of 17 repositories
  • DisasterLocDesc Public

    A dataset of location descriptions from ten disasters

    geoai-lab/DisasterLocDesc's past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Apr 23, 2026
  • Texas-Winter-Storm-Impacts Public

    Understanding the disparate impacts of the 2021 Texas winter storm and power outages through mobile phone location data and nighttime light images

    geoai-lab/Texas-Winter-Storm-Impacts's past year of commit activity
    0 0 0 0 Updated Apr 10, 2026
  • Maui-wildfires-and-AI Public

    Integrating deep learning models with weather and environmental variables for wildfire spread prediction

    geoai-lab/Maui-wildfires-and-AI's past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Dec 20, 2025
  • Buffalo-Blizzard-311-Requests Public

    Explainable GeoAI and statistical analysis reveal complementary insights about disparities of 311 help requests during the 2022 Buffalo blizzard

    geoai-lab/Buffalo-Blizzard-311-Requests's past year of commit activity
    Jupyter Notebook 1 0 0 0 Updated Aug 26, 2025
  • PyGRF Public

    An improved Python Geographical Random Forest model

    geoai-lab/PyGRF's past year of commit activity
    Jupyter Notebook 67 GPL-3.0 6 0 0 Updated Aug 19, 2025
  • GALLOC Public

    A GeoAnnotator for Labeling LOCation descriptions from disaster-related text messages

    geoai-lab/GALLOC's past year of commit activity
    1 GPL-3.0 0 1 0 Updated Aug 19, 2025
  • spatialCV Public

    Spatial cross-validation for GeoAI

    geoai-lab/spatialCV's past year of commit activity
    Jupyter Notebook 15 GPL-3.0 1 0 0 Updated Jun 11, 2025
  • Geo-knowledge-guided-GPT-models-for-disaster-response Public

    Geo-knowledge-guided GPT models for disaster response

    geoai-lab/Geo-knowledge-guided-GPT-models-for-disaster-response's past year of commit activity
    Jupyter Notebook 7 GPL-3.0 1 0 0 Updated Mar 31, 2025
  • Enhancing-obesity-estimation Public

    Deriving neighborhood-level diet and physical activity measurements from anonymized mobile phone location data for enhancing obesity estimation

    geoai-lab/Enhancing-obesity-estimation's past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Feb 6, 2025
  • HowDoPeopleDescribeLocations Public

    How do people describe locations during a natural disaster: an analysis of tweets from Hurricane Harvey

    geoai-lab/HowDoPeopleDescribeLocations's past year of commit activity
    Python 7 GPL-3.0 1 0 0 Updated Aug 29, 2024
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